Explainable AI based fault detection and diagnosis system for air handling units
author
Belikov, Juri
Meas, Molika
Machlev, Ram
Köse, Ahmet
Tepljakov, Aleksei
Loo, Lauri
Petlenkov, Eduard
Levron, Yoash
statement of authorship
Juri Belikov, Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Eduard Petlenkov and Yoash Levron
source
Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal
publisher
SciTePress
year of publication
2022
pages
p. 271-279
conference name, date
ICINCO 2022 : 19th International Conference on Informatics in Control, Automation and Robotics, July 14-16, 2022
conference location
Lisbon, Portugal
url
https://doi.org/10.5220/0011350000003271
subject term
ehitised
vead
tehisõpe
tehisintellekt
keyword
buildings
HVAC (heating, ventilation, and air conditioning)
fault detection and diagnosis
machine learning (ML)
Explainable Artificial Intelligence (XAI)
ISSN
2184-2809
ISBN
978-989-758-585-2
Open Access
Open Access (hübriid)
scientific publication
teaduspublikatsioon
classifier
3.1
TalTech department
tarkvarateaduse instituut
arvutisüsteemide instituut
language
inglise
Reserch Group
Centre for intelligent systems
Nonlinear control systems group